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A Design Flaw in Share Links Exposes Users’ Personal Conversations With Meta’s Muse

A Design Flaw in Share Links Exposes Users’ Personal Conversations With Meta’s Muse

wired.com 21.10.2026 14:35 5 views
The company is suspending the feature after security researchers discovered how easy it was to access sensitive information shared with the AI assistant.

To keep potentially sensitive information from being accessible to unintended people, the URLs typically contain a long sequence of text that can’t be easily guessed. Muse, which Meta CEO Mark Zuckerberg said last month was “built from the ground up for privacy and security,” seems to take the same precautions. But a central design decision for constructing URLs has made the links easy to discover.

As a result, researchers from security firm Claroc said they were able to enumerate 6,800 links Muse users created for sharing conversations with others. After opening a few hundred of them, the researchers found information that was clearly not intended to be publicly available, including: a candidate’s notes preparing for a confidential executive-search call with a frontier AI lab, naming the lab’s internal contact and the meeting time; a national marketing company’s internal revenue review, marked for its CEO; a small-business owner’s loan application, with the amount requested; a to-do list that included a bank fraud alert, with a partial account number and a transaction amount and time; a real-estate investor’s internal performance report, with two property addresses and exact return, income, and mortgage figures; a workplace’s full-year staff vacation calendar, listing dozens of employees against the week each one would be away; “If you had asked us beforehand, we would have guessed that gathering these would take real effort,” the researchers wrote. People have the ability to share specific Muse artifacts, which creates a page that can be accessed by those with the link.

However, we’ve paused this functionality while we review this report and consider changes to how these links can be discovered.” Asaf Aprozper, a cofounder and CTO of Claroc, said he reported the findings through Meta’s bug bounty program on October 8 and also tried reaching people at Meta on LinkedIn but got no reply either way. The easiest way to discover the URLs is to perform a passive DNS search through one of many available commercial services. Passive DNS records store the historical resolution of domain names to IP addresses, as well as nameserver, and mail-server records over time.

Passive DNS systems typically collect DNS responses from sensors positioned at recursive DNS resolvers or other infrastructure. A passive DNS record is generally created when a monitoring system observes a DNS response. In the case here, once the intended party clicks on the share link, the DNS information is recorded in a searchable database.

Claroc researchers were able to discover the Muse share links because all of them use the domain name cf.metaaiusercontent.com. Discovery is further made easy by the decision to add the conversation name to the URL, along with a long string of text. Simplified examples of such links are home-sale-budget-9f21c8a3.cf.metaaiusercontent.com, q3-revenue-review-7b1e42f0.cf.metaaiusercontent.com, and loan-application-draft-a4c9e2.cf.metaaiusercontent.com.

It’s this last design decision, putting the conversation title in the subdomain rather than in the URL path, that makes public discovery possible. We call these GhostShares: pages that open for people who were never handed the link, and that those people can find on their own.” Muse quickly catapulted to one of the top spots in Apple’s App Store. The assistant autonomously fills out forms, books appointments, makes purchases, creates documents, and carries out all kinds of other actions.

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